# Machine learning-augmented and microspectroscopy-informed multiparametric MRI for the non-invasive prediction of articular cartilage composition

> Research article (Osteoarthritis and Cartilage, 2021) · cited 22× · AI/ML

**Wikidata**: [openalex:W3128407949](https://www.wikidata.org/wiki/openalex:W3128407949)  
**Source**: https://4ort.xyz/entity/machine-learning-augmented-and-microspectroscopy-informed-multiparametric-mri-for-the-non-invasive-prediction-of-articul